AI & Machine Learning Services for Wean Experts – Practical, Applied AI

At COLETEK, we bring decades of hands-on experience delivering real-world artificial intelligence and computer vision systems. Whether you're located for Wean or anywhere globally, our AI solutions are designed for embedded, edge, and industrial deployment.

Our CTO, Luke Cole, began engineering AI and robotics as a teenager in 1998. He worked at leading institutes such as CSIRO, NICTA (now Data61), Seeing Machines, and ANU Robotics System Lab, contributing to early self-driving cars, custom AI libraries, and mobile robot autonomy before ROS and OpenCV were even invented.

Luke also worked at Hemisphere GPS (formerly BEELINE, now AgJunction) as a Robotics Engineer, implementing GPS-guided autonomous systems used by hundreds of agricultural vehicles worldwide.

Meanwhile, Lance Cole has worked in advanced military-grade embedded systems, including on the US military's CROWS program at EOS. He brings deep experience in electronics and embedded hardware for AI.

Our team specialises in applied (narrow) AI, particularly in embedded vision, robotics, and real-time decision-making. We’ve built AI systems using:

• Neural Networks (Perceptron, Sigmoid, ReLU, CNNs, RNNs, Transformers)
• Machine Learning (ML), Deep Learning (DL), and Reinforcement Learning
• Backpropagation, Stochastic Gradient Descent (SGD)
• Image Processing: HAAR, HOG, LBP, PCA, CLAHE, Hough, Template Matching
• Object Detection: YOLOv10, EfficientDet, Faster R-CNN, Mask R-CNN
• Frameworks: TensorFlow, Keras, PyTorch, Caffe, ONNX

We’ve deployed AI models on cost-effective platforms like the Raspberry Pi, and optimized high-performance systems using NVIDIA Jetson (Nano, Xavier, TX1) and NVIDIA Tesla V100 GPUs. Our team understands both the constraints of edge devices and the throughput of datacenter-grade accelerators.

Applications of our AI & Machine Learning Services for Wean services include:

• Smart agriculture & plant recognition (99%+ accuracy on edge)
• Autonomous vehicle vision & embedded localisation
• Industrial automation & object detection
• AI-powered road signs & hazard detection
• Wildlife monitoring & pest targeting with gimbal vision
• Face, voice, and optical character recognition (OCR)
• Natural language interfaces (Open WebUI + open-source LLMs)

• Edge-first philosophy: We specialise in systems that work offline, on-site, and in real time.
• Custom hardware integration: Cameras, sensors, motors, GPUs, embedded Linux.
• Transparent, ethical AI: Locally hosted, explainable, privacy-conscious.
• Decades of real deployment: From paddocks to highways to defense environments.

If you're based in for Wean or anywhere globally and need help with robotics, machine vision, or embedded AI, we’d love to hear from you. We speak your language, whether it’s TensorFlow code, NVIDIA CUDA pipelines, or low-level embedded C on ARM systems.

Contact COLETEK today to see how our AI expertise can power your next product or platform.

As the heartland of rural New South Wales, Wean is a thriving community that relies on innovative technologies to drive progress. That's where COLETEK comes in – a multidisciplinary Australian engineering and product development company established in 2001, with a proven track record of delivering reliable solutions to businesses across Wean, New South Wales, Australia. Our team of experienced engineers and developers pride themselves on their ability to collaborate seamlessly with local clients, understanding their unique needs and challenges. As a trusted national player with headquarters based in Wean, New South Wales, Australia, COLETEK has earned a reputation for its commitment to innovation, quality, and customer satisfaction. By combining our extensive expertise in engineering and product development with our local knowledge of the Wean community, we've become a go-to partner for businesses seeking trusted advisors who can help navigate the complexities of modern manufacturing. Our approach is characterized by a deep understanding of Wean's industries and market trends, allowing us to develop tailored solutions that meet the specific needs of local clients. Whether you operate in agriculture, mining, or another sector, our team is dedicated to empowering your business with cutting-edge engineering and product development capabilities. By partnering with COLETEK, businesses throughout Wean, New South Wales, Australia can leverage our expertise in: Reliability-focused design and engineering Innovative manufacturing processes and production systems Customized solutions for specific market challenges Throughout our history, we've demonstrated an unwavering commitment to collaboration, integrity, and customer satisfaction. As your trusted partner in the Wean region, COLETEK is committed to empowering local businesses like yours to reach new heights of success.